AUTOMATED GRAPH EMBEDDING RECOMMENDATIONS BASED ON EXTRACTED GRAPH FEATURES

    公开(公告)号:US20210279279A1

    公开(公告)日:2021-09-09

    申请号:US16809679

    申请日:2020-03-05

    IPC分类号: G06F16/901 G06N20/00 G06K9/62

    摘要: Embodiments of the invention are directed to a computer-implemented method for matching a graph-under-analysis to a technique for embedding the graph-under-analysis. In a non-limiting example, the computer-implemented method includes receiving, using a processor, graph data representing the graph-under-analysis, wherein the graph-under-analysis represents a network. The graph data is analyzed, using the processor, to extract graph property data representing properties of the graph-under-analysis. Based at least in part on a result of analyzing the graph property data, one or more embedding techniques are selected, wherein at least one of the one or more embedding techniques is configured to transform the graph data to a graph embedding that is used by a task algorithm to perform a task.